{"product_id":"agentmemory-vault-scoped-memory-store-for-agent-and-assistant-systems-v3-1","title":"AgentMemory Vault | Scoped Memory Store for Agent and Assistant Systems v3.1","description":"\u003cp\u003eDescription\u003c\/p\u003e\n\u003cp\u003eAgentMemory Vault is a scoped memory module for AI assistants and agent systems that need to store, retrieve, and manage contextual information across tasks without creating uncontrolled long term memory risk. Many agent systems become unreliable when they either remember nothing or remember too much. This module provides a structured approach to session memory, project memory, user scoped memory, task state, retrieval metadata, and memory expiration rules. It can support internal assistants, research agents, customer support agents, coding assistants, knowledge agents, and workflow agents. A typical workflow is to store task relevant context, tag it with scope and source, retrieve it during a later step, and expire or archive it based on configured rules. The module is not a replacement for a full vector database, CRM, or enterprise knowledge base. It is a controlled memory layer designed to help agent systems use context safely and predictably. Users should define what may be stored, how long memory should persist, who can access it, and when it must be deleted. Sensitive data should be filtered or encrypted before storage. In production, memory usage should be logged and reviewed because memory can create both productivity gains and privacy risks.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eProduct attributes\u003c\/p\u003e\n\u003cp\u003eCanonical product name: AgentMemory Vault\u003c\/p\u003e\n\u003cp\u003eModule type: Scoped memory store for agent systems\u003c\/p\u003e\n\u003cp\u003ePrimary category: AI agents\u003c\/p\u003e\n\u003cp\u003eSecondary categories: Agent memory, context management, retrieval state, session persistence\u003c\/p\u003e\n\u003cp\u003eSuggested list price: £579.00\u003c\/p\u003e\n\u003cp\u003eIntended users: Agent developers, AI platform teams, backend engineers, knowledge system builders\u003c\/p\u003e\n\u003cp\u003eApplicable lifecycle stage: Agent system design, assistant development, context management, long running task automation\u003c\/p\u003e\n\u003cp\u003eTypical inputs: Conversation context, task state, memory entries, metadata tags, user scope, expiration rules\u003c\/p\u003e\n\u003cp\u003eTypical outputs: Retrieved memory objects, scoped context bundles, memory logs, expiration records, agent state references\u003c\/p\u003e\n\u003cp\u003eDelivery format: ZIP package automatically delivered by email after purchase\u003c\/p\u003e\n\u003cp\u003eExpected package contents: Source files, memory store examples, configuration templates, documentation, tests, sample agent memory workflows\u003c\/p\u003e\n\u003cp\u003eRuntime environment: Python based backend or agent runtime environment\u003c\/p\u003e\n\u003cp\u003eIntegration mode: Agent memory layer, assistant context store, retrieval support module, internal task state service\u003c\/p\u003e\n\u003cp\u003eRecommended skill level: Advanced\u003c\/p\u003e\n\u003cp\u003eCommercial rights: Full commercial use is permitted\u003c\/p\u003e\n\u003cp\u003eModification rights: Modification, storage policy customization, internal adaptation, and proprietary integration are permitted\u003c\/p\u003e\n\u003cp\u003eOpen source policy: Public open sourcing is prohibited\u003c\/p\u003e\n\u003cp\u003eRedistribution policy: Resale, redistribution, sublicensing, or repackaging as a standalone module is prohibited\u003c\/p\u003e\n\u003cp\u003eProduction readiness note: Requires privacy review, retention policy, access control, encryption review, and memory misuse testing\u003c\/p\u003e\n\u003cp\u003eValidation standard: The module is considered valid when sample memory entries can be stored, scoped, retrieved, expired, and logged according to documentation\u003c\/p\u003e","brand":"TUTAL","offers":[{"title":"Default Title","offer_id":54460839493961,"sku":null,"price":579.0,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/tutal.store\/products\/agentmemory-vault-scoped-memory-store-for-agent-and-assistant-systems-v3-1","provider":"TUTAL","version":"1.0","type":"link"}